Contact Endoscopy - Narrow Band Imaging (CE-NBI) data set for laryngeal lesion assessment.
Journal
Scientific data
ISSN: 2052-4463
Titre abrégé: Sci Data
Pays: England
ID NLM: 101640192
Informations de publication
Date de publication:
21 10 2023
21 10 2023
Historique:
received:
17
10
2022
accepted:
11
10
2023
medline:
1
11
2023
pubmed:
22
10
2023
entrez:
21
10
2023
Statut:
epublish
Résumé
The endoscopic examination of subepithelial vascular patterns within the vocal fold is crucial for clinicians seeking to distinguish between benign lesions and laryngeal cancer. Among innovative techniques, Contact Endoscopy combined with Narrow Band Imaging (CE-NBI) offers real-time visualization of these vascular structures. Despite the advent of CE-NBI, concerns have arisen regarding the subjective interpretation of its images. As a result, several computer-based solutions have been developed to address this issue. This study introduces the CE-NBI data set, the first publicly accessible data set that features enhanced and magnified visualizations of subepithelial blood vessels within the vocal fold. This data set encompasses 11144 images from 210 adult patients with pathological vocal fold conditions, where CE-NBI images are annotated using three distinct label categories. The data set has proven invaluable for numerous clinical assessments geared toward diagnosing laryngeal cancer using Optical Biopsy. Furthermore, given its versatility for various image analysis tasks, we have devised and implemented diverse image classification scenarios using Machine Learning (ML) approaches to address critical clinical challenges in assessing laryngeal lesions.
Identifiants
pubmed: 37865668
doi: 10.1038/s41597-023-02629-7
pii: 10.1038/s41597-023-02629-7
pmc: PMC10590430
doi:
Types de publication
Dataset
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
733Informations de copyright
© 2023. Springer Nature Limited.
Références
J Med Imaging (Bellingham). 2017 Jul;4(3):034502
pubmed: 28983494
Head Neck. 2020 Sep;42(9):2635-2643
pubmed: 32364313
Int Arch Otorhinolaryngol. 2021 Jul;25(3):e471-e478
pubmed: 34377187
Curr Opin Otolaryngol Head Neck Surg. 2021 Apr 1;29(2):143-148
pubmed: 33595977
Otolaryngol Clin North Am. 2015 Aug;48(4):565-84
pubmed: 26096138
Cancers (Basel). 2020 Jan 20;12(1):
pubmed: 31968528
Sensors (Basel). 2021 Dec 06;21(23):
pubmed: 34884166
Otolaryngol Head Neck Surg. 2023 Mar;168(3):319-329
pubmed: 35787073
Sci Data. 2023 Oct 21;10(1):733
pubmed: 37865668
Laryngoscope. 2015 Jul;125(7):1600-6
pubmed: 25582112
Eur Arch Otorhinolaryngol. 2020 Sep;277(9):2485-2492
pubmed: 32350646
Front Surg. 2022 Sep 12;9:933297
pubmed: 36171813
Crit Rev Oncol Hematol. 2016 Oct;106:64-90
pubmed: 27637353
Int J Comput Assist Radiol Surg. 2019 Mar;14(3):483-492
pubmed: 30649670
Eur Arch Otorhinolaryngol. 2016 May;273(5):1207-14
pubmed: 26677852
Int J Comput Assist Radiol Surg. 2019 Oct;14(10):1751-1761
pubmed: 31352673
Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2703-2706
pubmed: 31946453
Diagnostics (Basel). 2021 Mar 03;11(3):
pubmed: 33802625
Eur Arch Otorhinolaryngol. 2020 Jan;277(1):207-215
pubmed: 31654182
Eur Arch Otorhinolaryngol. 2021 Jun;278(6):1717-1722
pubmed: 33051798
J Clin Med. 2022 May 12;11(10):
pubmed: 35628878
PLoS One. 2017 Jun 29;12(6):e0180590
pubmed: 28662209
Sensors (Basel). 2020 Jul 19;20(14):
pubmed: 32707740
J Laryngol Otol. 2011 Mar;125(3):288-96
pubmed: 21054921